How Google is Making Private AI Practical with Homomorphic Encryption
Summary
Google introduces HEIR, an open-source compiler for homomorphic encryption that enables private AI inference. The post explains how homomorphic encryption lets cloud services compute on encrypted data, reducing privacy trade-offs, and outlines four private-inference applications demonstrated with HEIR, as well as industry collaborations and the goal of making encrypted inference broadly usable.